Error Analysis Based on Inverse Modified Differential Equations for Discovery of Dynamics Using Linear Multistep Methods and Deep Learning
Author:
Affiliation:
1. LSEC, ICMSEC, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China.
Funder
National Natural Science Foundation of China
Publisher
Society for Industrial & Applied Mathematics (SIAM)
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1. A comparison of recurrent training algorithms for time series analysis and system identification
2. On the Hamiltonian interpolation of near-to-the identity symplectic mappings with application to symplectic integration algorithms
3. On learning Hamiltonian systems from data
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5. Chaos as an intermittently forced linear system
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